Muhammad Usman

28 papers Misc 1Journal 27

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Advancing Metaverse-Based Healthcare With Multimodal Neuroimaging Fusion via Multi-Task Adversarial Variational Autoencoder for Brain Age Estimation. IEEE J. Biomed. Health Informatics Muhammad Usman, Azka Rehman, Abdullah Shahid, Abd Ur Rehman, Sung-Min Gho, Aleum Lee, Tariq Mahmood Khan, Imran Razzak
2026	J	`jnl`	PHOG-Net: An interpretable and efficient hybrid CNN framework for medical image classification using gradient histogram integration. Appl. Soft Comput. Ebrahim Al-wajih, Muhammad Usman, Junaid Qadir
2026	J	`jnl`	SA-AVAE: A sex-Aware adversarial variational autoencoder network for biological brain age estimation in IoMT-Enabled multimodal neuroimages. Internet Things Abd Ur Rehman, Azka Rehman, Muhammad Umar Farooq, Taehyun Lee, Tariq Mahmood Khan, Imran Razzak, Sung-Min Gho, Aleum Lee, Dong-Kyu Chae, Muhammad Usman
2025	J	`jnl`	Anatomy-Guided Representation Learning Using a Transformer-Based Network for Thyroid Nodule Segmentation in Ultrasound Images. CoRR Muhammad Umar Farooq, Abd Ur Rehman, Azka Rehman, Muhammad Usman, Dong-Kyu Chae, Junaid Qadir
2025	J	`jnl`	Complex Swin Transformer for Accelerating Enhanced SMWI Reconstruction. CoRR Muhammad Usman, Sung-Min Gho
2025	J	`jnl`	Dual-Encoder Transformer-Based Multimodal Learning for Ischemic Stroke Lesion Segmentation Using Diffusion MRI. CoRR Muhammad Usman, Azka Rehman, Muhammad Mutti Ur Rehman, Abd Ur Rehman, Muhammad Umar Farooq
2025	J	`jnl`	GDSSA-Net: A gradually deeply supervised self-ensemble attention network for IoMT-integrated thyroid nodule segmentation. Internet Things Muhammad Umar Farooq, Haris Ghafoor, Azka Rehman, Muhammad Usman, Dong-Kyu Chae
2025	J	`jnl`	Multi-encoder self-adaptive hard attention network with maximum intensity projections for lung nodule segmentation. Comput. Biol. Medicine Muhammad Usman, Azka Rehman, Abd Ur Rehman, Abdullah Shahid, Tariq Mahmood Khan, Imran Razzak, Minyoung Chung, Yeong-Gil Shin
2024	J	`jnl`	Biological Brain Age Estimation using Sex-Aware Adversarial Variational Autoencoder with Multimodal Neuroimages. CoRR Abd Ur Rehman, Azka Rehman, Muhammad Usman, Abdullah Shahid, Sung-Min Gho, Aleum Lee, Tariq Mahmood Khan, Imran Razzak
2024	J	`jnl`	Intelligent healthcare system for IoMT-integrated sonography: Leveraging multi-scale self-guided attention networks and dynamic self-distillation. Internet Things Muhammad Usman, Azka Rehman, Sharjeel Masood, Tariq Mahmood Khan, Junaid Qadir
2024	J	`jnl`	LDMRes-Net: A Lightweight Neural Network for Efficient Medical Image Segmentation on IoT and Edge Devices. IEEE J. Biomed. Health Informatics Shahzaib Iqbal, Tariq Mahmood Khan, Syed Saud Naqvi, Asim Naveed, Muhammad Usman, Haroon Ahmed Khan, Imran Razzak
2024	J	`jnl`	MEDS-Net: Multi-encoder based self-distilled network with bidirectional maximum intensity projections fusion for lung nodule detection. Eng. Appl. Artif. Intell. Muhammad Usman, Azka Rehman, Abdullah Shahid, Siddique Latif, Yeong-Gil Shin
2024	J	`jnl`	Multi-Task Adversarial Variational Autoencoder for Estimating Biological Brain Age with Multimodal Neuroimaging. CoRR Muhammad Usman, Azka Rehman, Abdullah Shahid, Abd Ur Rehman, Sung-Min Gho, Aleum Lee, Tariq Mahmood Khan, Imran Razzak
2023	J	`jnl`	DEHA-Net: A Dual-Encoder-Based Hard Attention Network with an Adaptive ROI Mechanism for Lung Nodule Segmentation. Sensors Muhammad Usman, Yeong-Gil Shin
2023	J	`jnl`	LDMRes-Net: Enabling Real-Time Disease Monitoring through Efficient Image Segmentation. CoRR Shahzaib Iqbal, Tariq Mahmood Khan, Musaed A. Alhussein, Syed Saud Naqvi, Muhammad Usman, Khursheed Aurangzeb
2023	J	`jnl`	MESAHA-Net: Multi-Encoders based Self-Adaptive Hard Attention Network with Maximum Intensity Projections for Lung Nodule Segmentation in CT Scan. CoRR Muhammad Usman, Azka Rehman, Abdullah Shahid, Siddique Latif, Shi Sub Byon, Sung Hyun Kim, Tariq Mahmood Khan, Yeong-Gil Shin
2023	J	`jnl`	MTSS-AAE: Multi-task semi-supervised adversarial autoencoding for COVID-19 detection based on chest X-ray images. Expert Syst. Appl. Zahid Ullah, Muhammad Usman, Jeonghwan Gwak
2023	J	`jnl`	Selective Deeply Supervised Multi-Scale Attention Network for Brain Tumor Segmentation. Sensors Azka Rehman, Muhammad Usman, Abdullah Shahid, Siddique Latif, Junaid Qadir
2022	J	`jnl`	Cascade multiscale residual attention CNNs with adaptive ROI for automatic brain tumor segmentation. Inf. Sci. Zahid Ullah, Muhammad Usman, Moongu Jeon, Jeonghwan Gwak
2022	J	`jnl`	Dual-Stage Deeply Supervised Attention-Based Convolutional Neural Networks for Mandibular Canal Segmentation in CBCT Scans. Sensors Muhammad Usman, Azka Rehman, Amal Muhammad Saleem, Rabeea Jawaid, Shi Sub Byon, Sung-Hyun Kim, Byoung-Dai Lee, Min-Suk Heo, Yeong-Gil Shin
2022	J	`jnl`	Dual-Stage Deeply Supervised Attention-based Convolutional Neural Networks for Mandibular Canal Segmentation in CBCT Scans. CoRR Azka Rehman, Muhammad Usman, Rabeea Jawaid, Shi Sub Byon, Sung Hyun Kim, Byoung-Dai Lee, Byung IlLee, Yeong-Gil Shin
2022	J	`jnl`	MEDS-Net: Self-Distilled Multi-Encoders Network with Bi-Direction Maximum Intensity projections for Lung Nodule Detection. CoRR Muhammad Usman, Azka Rehman, Abdullah Shahid, Siddique Latif, Shi Sub Byon, Byoung-Dai Lee, Sung Hyun Kim, Byung IlLee, Yeong-Gil Shin
2020	J	`jnl`	Leveraging Data Science to Combat COVID-19: A Comprehensive Review. IEEE Trans. Artif. Intell. Siddique Latif, Muhammad Usman, Sanaullah Manzoor, Waleed Iqbal, Junaid Qadir, Gareth Tyson, Ignacio Castro, Adeel Razi, Maged N. Kamel Boulos, Adrian Weller, Jon Crowcroft
2019	J	`jnl`	Motion Corrected Multishot MRI Reconstruction Using Generative Networks with Sensitivity Encoding. CoRR Muhammad Usman, Siddique Latif, Muhammad Asim, Junaid Qadir
2018	J	`jnl`	Abnormal Heartbeat Detection Using Recurrent Neural Networks. CoRR Siddique Latif, Muhammad Usman, Junaid Qadir, Rajib Rana
2018	J	`jnl`	Automating Motion Correction in Multishot MRI Using Generative Adversarial Networks. CoRR Siddique Latif, Muhammad Asim, Muhammad Usman, Junaid Qadir, Rajib Rana
2018	Misc	`conf`	Cross Lingual Speech Emotion Recognition: Urdu vs. Western Languages. FIT Siddique Latif, Adnan Qayyum, Muhammad Usman, Junaid Qadir
2018	J	`jnl`	Cross Lingual Speech Emotion Recognition: Urdu vs. Western Languages. CoRR Siddique Latif, Adnan Qayyum, Muhammad Usman, Junaid Qadir